Claudops AI Development Pipeline
7 stages from feature discovery to deployment — 17 agents, 40 skills, 15 hooks, and 3 cross-AI validation gates.
Using Codex CLI? See codexops — same workflow scaffolding, Codex-flavored.
Stage 1
Ideation
/brainstorm
Collaborative brainstorming on any topic
deep-research automation
/product
Create JTBD or PRD documents
/triage-issue
Investigate a bug, file a tracker issue with a TDD fix plan
brainstorm-*.md
JTBD.md / PRD.md
Stage 2
Discovery
/nfNew
Feature
Comprehensive feature discovery interview
core design-exploration automation
/grill-me (adversarial) validator
Cross-AI Consensus cross-ai
/ubiquitous-language
DDD glossary — flag ambiguities, propose canonical terms
/architecture-language
Architectural vocabulary — module, seam, adapter, depth
discovery-*.md
UBIQUITOUS_LANGUAGE.md
Stage 3
Prototyping
/vpPrototype
Interactive HTML playground for design approval
gate playground.html
Stage 4
Planning
/ctCreate Task
Sequential TDD generation • planning gate
core task-splitter validator
plan-reviewer validator
Cross-AI Consensus cross-ai
technical-decomposition.md
plan-review.md
splitting-decision.md
Stage 5
Implementation
/siStart
Coding
Structured TDD implementation
core /tdd discipline
/parallelization automation
automated-quality-gate automation
/si-quick
Small scope / bugfix without full task dir
/phHandoff
Capture state for session resume
git
bounds /dbg
Evidence-based runtime debugging
/qa
Interactive QA — file user-reported bugs as tracker issues
/git-guardrails
Inspect/install hook that blocks dangerous git operations
Working Code, PR
HANDOFF.md
bug-report.md
Stage 6
Code Review
/srStart
Review
Comprehensive pre-merge code review suite
core spec-compliance review
arch-reviewer review
5× parallel reviewers review
Cross-AI Final Check cross-ai
/dev-server
Universal dev server monitoring
/improve-codebase-architecture
Find deepening opportunities — shallow→deep module refactors
code-review.md
Stage 7
Post-Merge
/finisher
Commit, push, wait for green CI, merge the PR
core /update-docs
Update docs + generate changelog
/fci
Fix CI pipeline failures
changelog.md
Shipped: PR merged
Event-Driven Background Hooks
Click a stage to see its hooks
5
PreToolUse
7
PostToolUse
3
Stop
Select a lifecycle stage above to explore which hooks fire